The garage sale was a blur of bargain hunters, their greedy eyes scanning the items. I watched from the porch, the air cold and biting, as my uncle sold off my grandmother’s beloved garden gnomes. He was excited, talking about the money he was making.

They weren't just statues; they were markers of childhood, reminders of sun-drenched days spent laughing in the garden with her. Now they were being reduced to trinkets, sold for a few dollars each.

A profound sense of emptiness washed over me, a feeling that clawed at my insides. I wanted to shout, to stop them, to remind them of the memories, the joy. But I remained silent, the only sound the relentless chatter of the buyers, their voices a cruel counterpoint to the hollow ache in my chest.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199